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Large Language Models

6,405 papers

Papers per year

Papers

Direct Evaluation of Chain-of-Thought in Multi-hop Reasoning with Knowledge Graphs ACL 2024
Comprehensive Abstractive Comment Summarization with Dynamic Clustering and Chain of Thought ACL 2024
Self-Supervised Position Debiasing for Large Language Models ACL 2024
Efficient Knowledge Infusion via KG-LLM Alignment ACL 2024
Speculative Decoding via Early-exiting for Faster LLM Inference with Thompson Sampling Control Mechanism ACL 2024
AgentTuning: Enabling Generalized Agent Abilities for LLMs ACL 2024
The Music Maestro or The Musically Challenged, A Massive Music Evaluation Benchmark for Large Language Models ACL 2024
DARA: Decomposition-Alignment-Reasoning Autonomous Language Agent for Question Answering over Knowledge Graphs ACL 2024
Compositional Generalization with Grounded Language Models ACL 2024
Measuring Bargaining Abilities of LLMs: A Benchmark and A Buyer-Enhancement Method ACL 2024
Your Vision-Language Model Itself Is a Strong Filter: Towards High-Quality Instruction Tuning with Data Selection ACL 2024
DebugBench: Evaluating Debugging Capability of Large Language Models ACL 2024
POP-CEE: Position-oriented Prompt-tuning Model for Causal Emotion Entailment ACL 2024
Call Me When Necessary: LLMs can Efficiently and Faithfully Reason over Structured Environments ACL 2024
Semantics or spelling? Probing contextual word embeddings with orthographic noise ACL 2024
The Butterfly Effect of Altering Prompts: How Small Changes and Jailbreaks Affect Large Language Model Performance ACL 2024
Chain-of-Question: A Progressive Question Decomposition Approach for Complex Knowledge Base Question Answering ACL 2024
Unveiling the Truth and Facilitating Change: Towards Agent-based Large-scale Social Movement Simulation ACL 2024
Unraveling and Mitigating Retriever Inconsistencies in Retrieval-Augmented Large Language Models ACL 2024
Towards Tracing Trustworthiness Dynamics: Revisiting Pre-training Period of Large Language Models ACL 2024
Language Models can Evaluate Themselves via Probability Discrepancy ACL 2024
Your Co-Workers Matter: Evaluating Collaborative Capabilities of Language Models in Blocks World ACL 2024
Anchor-based Large Language Models ACL 2024
Disentangling Length from Quality in Direct Preference Optimization ACL 2024
MIKE: A New Benchmark for Fine-grained Multimodal Entity Knowledge Editing ACL 2024